Video (at YouTube) - http://bit.ly/19TNSTF
Big Data Security Analytics, Data Science and Machine Learning are a few of the new buzzwords that have invaded out industry of late. Most of what we hear are promises of an unicorn-laden, silver-bullet panacea by heavy-handed marketing folks, evoking an expected pushback from the most enlightened members of our community.
This talk will help parse what we as a community need to know and understand about these concepts and help understand where the technical details and actual capabilities of those concepts and also where they fail and how they can be exploited and fooled by an attacker.
The talk will also share results of the author's current ongoing research (on MLSec Project) of applying machine learning techniques to information secuirty monitoring.